Data Sheet 1_Global, regional, and national burden of acute glomerulonephritis from 1990 to 2021 and future trend predictions until 2036: a systematic analysis using the Global Bur... by Yangtian Jiao (21725018)

“…Decomposition analysis highlighted the role of epidemiological improvements, balanced by the impacts of population growth and aging. Projections indicate a continued global decline, with a 43.81% reduction in the ASIR and a 62.92% decline in the age-standardized DALY rate by 2036.…”

Table 1_Early dynamic changes in platelet counts and 28-day mortality in sepsis patients: a retrospective cohort study using dynamic latent class model and generalized additive mix... by Yong Han (111920)

“…The GAMM model revealed that PLT counts for patients who died were significantly lower and had a downward trend, while the survival group’s counts trended upward; the difference between the two groups generally exhibited an upward trend after admission, with a calculated average daily increase of 12.919 × 10⁹/L.…”

An illustration of how GBT works. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The average performance of the test set. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The variables used and equations. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

An illustration of how RF works. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The proposed method work-flow. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

Image 4_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 2_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 5_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 1_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 3_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

<b>Liraglutide treatment reverses unconventional cellular defects in induced pluripotent stem cell-derived β cells harboring a partially functional </b><b><i>WFS1</i></b><b> varian... by Silvia Torchio (611349)

“…Here, we investigated how the c.316-1G>A and c.757A>T <i>WFS1</i> mutations, which yield partially functional Wolframin, affect the molecular functions of β cells and explored the therapeutic potential of the Glucagon-like peptide 1 receptor (GLP-1R) agonist liraglutide. …”

Data_Sheet_1_Effects of COVID-19-targeted non-pharmaceutical interventions on pediatric hospital admissions in North Italian hospitals, 2017 to 2022: a quasi-experimental study int... by Giuseppe Maglietta (12992976)

“…ITS analysis confirms a high reduction of level change during school closure for Respiratory Diseases (HRR 0.19, 95%CI 0.08–0.47) and a similar but smaller significant reduction when mitigation measures were enacted. …”

Data_Sheet_1_Effects of COVID-19-targeted non-pharmaceutical interventions on pediatric hospital admissions in North Italian hospitals, 2017 to 2022: a quasi-experimental study int... by Giuseppe Maglietta (12992976)

“…ITS analysis confirms a high reduction of level change during school closure for Respiratory Diseases (HRR 0.19, 95%CI 0.08–0.47) and a similar but smaller significant reduction when mitigation measures were enacted. …”

Bird’s own song is similarly represented by NCM neurons when sung or played back a) Schematic of behavioral contexts. b-e) Effect of behavioral context on response properties of ne... by Daniel J. Pollak (14593065)

“…Asterisks indicate significance of <b>p</b> <  0.05. Dots indicate individual neurons, horizontal lines indicate mean, and thin vertical lines indicate 95% confidence intervals.…”

PRISMA flow chart. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

Characteristics of included studies. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

EPHPP tool quality assessment results. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

Data Sheet 1_Virus-like particles containing the extracellular domain of G protein in combination with a CTL peptide of M2 elicit protection against respiratory syncytial virus inf... by Huan Qin (3511913)

“…Post-RSV challenge, mice vaccinated with G_ECD/M2_82-90-VLPs exhibited a substantially increased proportion of CD25⁺FoxP3⁺ Treg cells and a decreased percentage of Th17 cells in the lungs. …”